Big Data 课程可以帮助您学习数据分析、数据可视化、统计建模和数据挖掘技术。您可以掌握解释大型数据集、设计数据驱动战略和使用 Machine Learning 算法的技能。许多课程会介绍 Hadoop、Spark 和 Tableau 等工具,这些工具支持处理海量信息并有效地呈现见解。此外,您还可以探索数据仓库、预测解析和数据使用的道德影响等主题。

您将获得的技能: Excel Macros, Dashboard, Forecasting, Microsoft Copilot, Microsoft Excel, UI Components, Visual Basic (Programming Language), Data Analysis Expressions (DAX), User Interface (UI), Automation, Debugging, Scenario Testing, Programming Principles
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 张力流, 自动编码器, 生成对抗网络 (GAN), 深度学习, 人工神经网络, 卷积神经网络, 生成式人工智能, 生成模型架构, 迁移学习, 图像分析
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Make.com, Email Automation, DeepSeek API, Deepseek, Workflow Management, AI Workflows, No-Code Development, Operational Efficiency, Agentic Workflows, AI Enablement, Large Language Modeling, Retrieval-Augmented Generation, Automation, Generative AI, Application Programming Interface (API), Embeddings, Model Deployment, Natural Language Processing, Prompt Engineering, Debugging
中级 · 专项课程 · 1-3 个月

您将获得的技能: Stata, Regression Analysis, Statistical Modeling, Statistical Methods, Statistical Analysis, Data Visualization, Data Manipulation, Logistic Regression, Predictive Modeling, Statistical Hypothesis Testing, Model Evaluation
初级 · 课程 · 3-6 个月

National Taiwan University
您将获得的技能: Supervised Learning, Machine Learning, Statistical Machine Learning, Model Evaluation, Logistic Regression, Theoretical Computer Science, Classification Algorithms, Mathematical Theory & Analysis, Probability & Statistics, Algorithms
初级 · 课程 · 1-3 个月

您将获得的技能: Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Model Evaluation, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

DeepLearning.AI
您将获得的技能: 负责任的人工智能, PyTorch(机器学习库), 图像质量, 模型评估, 生成式人工智能, 生成对抗网络 (GAN), 无监督学习, 生成模型架构, 机器学习, 数据伦理
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Customer Success Management, Generative AI Agents, Customer Service, AI Enablement, Customer Support, Customer experience improvement, AI Personalization, Customer Engagement, Personalized Service, Data Ethics, Automation, Business Ethics, Information Privacy, Systems Integration
中级 · 课程 · 1-4 周

您将获得的技能: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Google Sheets, Interactive Data Visualization, Machine Learning, Data Manipulation, Data Import/Export
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: SAS (Software), Data Import/Export, Statistical Analysis, Data Analysis, Statistical Programming, Data Manipulation, Exploratory Data Analysis, Data Preprocessing, Computer Programming
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: Business Metrics, Analytics, Business Analytics, Business Intelligence, Performance Metric, Marketing Analytics, Big Data, Key Performance Indicators (KPIs), Data Analysis, Web Analytics, Case Studies, Data-Driven Decision-Making, Cash Flows
混合 · 课程 · 1-3 个月
CertNexus
您将获得的技能: 人工智能, 负责任的人工智能, 信息隐私, 道德标准与行为, 商业道德, 合规管理, 分析技能, 决策, 战略思维, 企业战略, 数据伦理, 监管合规, 商业分析, 技术战略
初级 · 课程 · 1-3 个月